{"id":"W7044055293","doi":"","title":"Walking a Fine Balance:\\nThe Life History of a\\nWoman Principal","year":2008,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Transformational leadership; Grounded theory; Life course approach; Power (physics); Curriculum; Relation (database); Reading (process); Principal (computer security)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003375698,0.00007945048,0.0001536593,0.00006723301,0.0001889226,0.00000550882,0.0002137999,0.00006087853,0.0006162429],"category_scores_gemma":[0.0005451599,0.00007800334,0.00006262302,0.0001412602,0.0005234208,0.00009011784,0.00002657908,0.000137445,0.00004114551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462902,"about_ca_system_score_gemma":0.0006854295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02163231,"about_ca_topic_score_gemma":0.01215974,"domain_scores_codex":[0.9990056,0.0001689965,0.0001763,0.0001429416,0.000274425,0.0002317775],"domain_scores_gemma":[0.9994513,0.0001245584,0.0001056304,0.0001578476,0.00006651165,0.00009411272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009963716,0.0001081584,0.2980221,0.00001290437,0.00002330164,0.000003252154,0.6785623,4.899098e-7,0.00012989,0.00263197,0.0197914,0.0007042626],"study_design_scores_gemma":[0.0003129286,0.00004068384,0.4544858,0.00002790335,0.000011697,0.000002527963,0.01446203,0.000005348558,0.00001130566,0.0001352721,0.5303167,0.0001878394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160802,0.00258945,0.0000123594,0.00833308,0.001216052,0.0001324977,0.000001547547,0.0001049533,0.07152985],"genre_scores_gemma":[0.9900949,0.00008876457,0.0001206751,0.0003509716,0.0004770627,0.00001416447,0.000001146893,0.000008492058,0.008843809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6641003,"threshold_uncertainty_score":0.9848827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1933058452431216,"score_gpt":0.3474491719325101,"score_spread":0.1541433266893885,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}